PyTorch with Python Training in Switzerland

  • Learn via: Classroom / Virtual Classroom / Online
  • Duration: 2 Days
  • Price: Please contact for booking options
We can host this training at your preferred location. Contact us!

Python (along with R) has become the dominant language in machine learning and data science. It is now commonly used to fit complex models to messy datasets. PyTorch is an open-source machine learning library for Python, based on Torch, used for applications such as natural language processing. It is primarily developed by Facebook’s artificial-intelligence research group, and Uber’s Pyro software for probabilistic programming is built on it.


Transfer learning

Leverage the power of existing neural network architectures and weights. This is a powerful technique for training finely tuned models for accomplishing tasks with your own data.


Deep learning landscape

An exploration of other types of deep learning, the tasks that they aim to solve and how we might implement these in PyTorch. For example unsupervised, reinforcement learning.


The course assumes familiarity with the python programming language including experience of OOP, writing ones own classes in python. Some knowledge of calculus, matrix algebra and probability would be helpful but not essential.


  • Leverage popular python packages such as sklearn and PyTorch
  • Build feed forward neural networks for both regression and classification tasks using the PyTorch package
  • Understanding of deep learning terminology

Introduction to machine learning

A brief introduction to the topic of machine learning and the machine learning landscape in Python.


Preprocessing

Building Preprocessing pipelines for data.


Introduction to deep learning and PyTorch

An introduction to the PyTorch framework for training deep learning models.


Building a neural network

Defining a class blueprint for a neural network model in PyTorch.


Training

Understanding feedforward networks, the backpropagation algorithm and optimisation.


Supervised learning

Building and training models for both regression and classification tasks. Consideration and exploration of different layers and activation functions within a neural network architecture.


Convolutional neural networks

Learning with image data.



Contact us for more detail about our trainings and for all other enquiries!

Upcoming Trainings

Join our public courses in our Switzerland facilities. Private class trainings will be organized at the location of your preference, according to your schedule.

Classroom / Virtual Classroom
11 Kasım 2024
Bern, Zürih, Cenevre
2 Days
Classroom / Virtual Classroom
12 Kasım 2024
Bern, Zürih, Cenevre
2 Days
Classroom / Virtual Classroom
13 Kasım 2024
Bern, Zürih, Cenevre
2 Days
Classroom / Virtual Classroom
11 Kasım 2024
Bern, Zürih, Cenevre
2 Days
Classroom / Virtual Classroom
14 Kasım 2024
Bern, Zürih, Cenevre
2 Days
Classroom / Virtual Classroom
12 Kasım 2024
Bern, Zürih, Cenevre
2 Days
Classroom / Virtual Classroom
13 Kasım 2024
Bern, Zürih, Cenevre
2 Days
Classroom / Virtual Classroom
14 Kasım 2024
Bern, Zürih, Cenevre
2 Days
PyTorch with Python Training Course in Switzerland

Switzerland, or officially known as the Swiss Confederation, is a federated country of central Europe. Because of its linguistic diversity, Switzerland is known by a variety of native names, such as Schweiz, Suisse, Svizzera and Svizra. While Bern is the administrative capital, Lausanne is the judicial centre of Switzerland. Zurich, Geneva and Basel are bases of some important international organisations such as the WTO, the WHO and FIFA. The country is well-known for its high welfare; Switzerland has the highest nominal wealth per adult.

Alongside the beautiful scenery, tourists visit Switzerland for the country's cultural attractions. There are many museums, galleries and historic buildings within popular cities such as Zurich, Geneva, and Lausanne. One of the most popular things to do is a train journey to the Top of Europe; Jungfraujoch. The longest glacier in Europe, the Great Aletsch Glacier begins at Jungfraujoch, and is also a UNESCO World Heritage Site.

Experience a paradigm shift in IT training with Bilginç IT Academy as we cater to the specific needs of Switzerland. Our training catalog showcases an array of Certification Exam preparation courses and accredited corporate training options, all delivered with innovative methodologies that will transform your learning journey.
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